Dataset statistics
Number of variables | 9 |
---|---|
Number of observations | 200 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 15.6 KiB |
Average record size in memory | 79.7 B |
Variable types
DateTime | 1 |
---|---|
Numeric | 5 |
Categorical | 3 |
Dataset
Description | Sample |
---|---|
Author | 충북대학교 |
URL | https://www.bigdata-telecom.kr/invoke/SOKBP2603/?goodsCode=CBUSTRAWBERRYOUTENV |
측정주소 has constant value "" | Constant |
위도값 has constant value "" | Constant |
경도값 has constant value "" | Constant |
온도값 is highly overall correlated with 습도값 and 2 other fields | High correlation |
습도값 is highly overall correlated with 온도값 and 2 other fields | High correlation |
풍속값 is highly overall correlated with 온도값 and 2 other fields | High correlation |
일사값 is highly overall correlated with 온도값 and 2 other fields | High correlation |
측정일시 has unique values | Unique |
풍향값 has 13 (6.5%) zeros | Zeros |
풍속값 has 67 (33.5%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 06:32:12.409232 |
---|---|
Analysis finished | 2023-12-10 06:32:17.565577 |
Duration | 5.16 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
측정일시
Date
UNIQUE
 
Distinct | 200 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.7 KiB |
Minimum | 2021-01-01 00:00:00 |
---|---|
Maximum | 2021-01-01 16:35:00 |
온도값
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 170 |
---|---|
Distinct (%) | 85.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | -4.37535 |
Minimum | -10.7 |
---|---|
Maximum | 3.69 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 131 |
Negative (%) | 65.5% |
Memory size | 1.9 KiB |
Quantile statistics
Minimum | -10.7 |
---|---|
5-th percentile | -9.9035 |
Q1 | -8.765 |
median | -7.2 |
Q3 | 0.855 |
95-th percentile | 2.522 |
Maximum | 3.69 |
Range | 14.39 |
Interquartile range (IQR) | 9.62 |
Descriptive statistics
Standard deviation | 4.8268651 |
---|---|
Coefficient of variation (CV) | -1.1031952 |
Kurtosis | -1.6494293 |
Mean | -4.37535 |
Median Absolute Deviation (MAD) | 2.665 |
Skewness | 0.27627367 |
Sum | -875.07 |
Variance | 23.298627 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
-7.79 | 4 | 2.0% |
0.49 | 3 | 1.5% |
-9.04 | 3 | 1.5% |
-8.85 | 3 | 1.5% |
-7.75 | 2 | 1.0% |
0.96 | 2 | 1.0% |
-10.5 | 2 | 1.0% |
-7.18 | 2 | 1.0% |
-10.6 | 2 | 1.0% |
1.75 | 2 | 1.0% |
Other values (160) | 175 |
Value | Count | Frequency (%) |
-10.7 | 1 | |
-10.6 | 2 | |
-10.5 | 2 | |
-10.4 | 2 | |
-10.2 | 1 | |
-10.0 | 1 | |
-9.97 | 1 | |
-9.9 | 1 | |
-9.88 | 1 | |
-9.85 | 1 |
Value | Count | Frequency (%) |
3.69 | 1 | |
3.34 | 1 | |
3.33 | 1 | |
3.26 | 1 | |
3.08 | 1 | |
2.97 | 1 | |
2.82 | 1 | |
2.72 | 1 | |
2.71 | 1 | |
2.56 | 1 |
습도값
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 39 |
---|---|
Distinct (%) | 19.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 77.175 |
Minimum | 58 |
---|---|
Maximum | 96 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.9 KiB |
Quantile statistics
Minimum | 58 |
---|---|
5-th percentile | 60 |
Q1 | 64 |
median | 78 |
Q3 | 90 |
95-th percentile | 94 |
Maximum | 96 |
Range | 38 |
Interquartile range (IQR) | 26 |
Descriptive statistics
Standard deviation | 12.245577 |
---|---|
Coefficient of variation (CV) | 0.15867284 |
Kurtosis | -1.4993347 |
Mean | 77.175 |
Median Absolute Deviation (MAD) | 12 |
Skewness | -0.042797261 |
Sum | 15435 |
Variance | 149.95415 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
90 | 16 | 8.0% |
91 | 12 | 6.0% |
63 | 12 | 6.0% |
60 | 10 | 5.0% |
79 | 9 | 4.5% |
61 | 9 | 4.5% |
92 | 9 | 4.5% |
64 | 9 | 4.5% |
93 | 7 | 3.5% |
62 | 7 | 3.5% |
Other values (29) | 100 |
Value | Count | Frequency (%) |
58 | 1 | 0.5% |
59 | 5 | |
60 | 10 | |
61 | 9 | |
62 | 7 | |
63 | 12 | |
64 | 9 | |
65 | 4 | 2.0% |
66 | 3 | 1.5% |
67 | 4 | 2.0% |
Value | Count | Frequency (%) |
96 | 4 | 2.0% |
95 | 3 | 1.5% |
94 | 6 | 3.0% |
93 | 7 | |
92 | 9 | |
91 | 12 | |
90 | 16 | |
89 | 3 | 1.5% |
88 | 1 | 0.5% |
87 | 5 | 2.5% |
풍향값
Real number (ℝ)
ZEROS
 
Distinct | 91 |
---|---|
Distinct (%) | 45.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 201.115 |
Minimum | 0 |
---|---|
Maximum | 359 |
Zeros | 13 |
Zeros (%) | 6.5% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.9 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 85.25 |
median | 155 |
Q3 | 331 |
95-th percentile | 355 |
Maximum | 359 |
Range | 359 |
Interquartile range (IQR) | 245.75 |
Descriptive statistics
Standard deviation | 128.60391 |
---|---|
Coefficient of variation (CV) | 0.63945461 |
Kurtosis | -1.5489665 |
Mean | 201.115 |
Median Absolute Deviation (MAD) | 142 |
Skewness | -0.14453211 |
Sum | 40223 |
Variance | 16538.967 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
155 | 25 | 12.5% |
355 | 25 | 12.5% |
0 | 13 | 6.5% |
134 | 7 | 3.5% |
309 | 4 | 2.0% |
297 | 4 | 2.0% |
351 | 4 | 2.0% |
295 | 4 | 2.0% |
60 | 3 | 1.5% |
331 | 3 | 1.5% |
Other values (81) | 108 |
Value | Count | Frequency (%) |
0 | 13 | |
5 | 1 | 0.5% |
6 | 3 | 1.5% |
8 | 1 | 0.5% |
9 | 1 | 0.5% |
12 | 1 | 0.5% |
14 | 1 | 0.5% |
18 | 3 | 1.5% |
34 | 1 | 0.5% |
38 | 2 | 1.0% |
Value | Count | Frequency (%) |
359 | 3 | 1.5% |
355 | 25 | |
353 | 2 | 1.0% |
351 | 4 | 2.0% |
350 | 1 | 0.5% |
346 | 2 | 1.0% |
342 | 1 | 0.5% |
340 | 1 | 0.5% |
339 | 2 | 1.0% |
338 | 1 | 0.5% |
풍속값
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 31 |
---|---|
Distinct (%) | 15.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.735 |
Minimum | 0 |
---|---|
Maximum | 3.5 |
Zeros | 67 |
Zeros (%) | 33.5% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.9 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0.6 |
Q3 | 1.1 |
95-th percentile | 2.405 |
Maximum | 3.5 |
Range | 3.5 |
Interquartile range (IQR) | 1.1 |
Descriptive statistics
Standard deviation | 0.8003611 |
---|---|
Coefficient of variation (CV) | 1.0889267 |
Kurtosis | 0.93926203 |
Mean | 0.735 |
Median Absolute Deviation (MAD) | 0.6 |
Skewness | 1.1977588 |
Sum | 147 |
Variance | 0.64057789 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 67 | |
0.6 | 14 | 7.0% |
0.8 | 11 | 5.5% |
0.4 | 10 | 5.0% |
0.5 | 9 | 4.5% |
0.7 | 8 | 4.0% |
0.9 | 8 | 4.0% |
1.1 | 7 | 3.5% |
1.5 | 6 | 3.0% |
1.2 | 6 | 3.0% |
Other values (21) | 54 |
Value | Count | Frequency (%) |
0.0 | 67 | |
0.1 | 2 | 1.0% |
0.2 | 5 | 2.5% |
0.3 | 5 | 2.5% |
0.4 | 10 | 5.0% |
0.5 | 9 | 4.5% |
0.6 | 14 | 7.0% |
0.7 | 8 | 4.0% |
0.8 | 11 | 5.5% |
0.9 | 8 | 4.0% |
Value | Count | Frequency (%) |
3.5 | 1 | 0.5% |
3.3 | 1 | 0.5% |
3.0 | 1 | 0.5% |
2.9 | 1 | 0.5% |
2.8 | 2 | |
2.7 | 1 | 0.5% |
2.6 | 1 | 0.5% |
2.5 | 2 | |
2.4 | 3 | |
2.2 | 3 |
일사값
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 111 |
---|---|
Distinct (%) | 55.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 259.9724 |
Minimum | 3.91 |
---|---|
Maximum | 915.26 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.9 KiB |
Quantile statistics
Minimum | 3.91 |
---|---|
5-th percentile | 4.4 |
Q1 | 4.88 |
median | 63.735 |
Q3 | 550.065 |
95-th percentile | 780.6065 |
Maximum | 915.26 |
Range | 911.35 |
Interquartile range (IQR) | 545.185 |
Descriptive statistics
Standard deviation | 301.54901 |
---|---|
Coefficient of variation (CV) | 1.159927 |
Kurtosis | -1.1959634 |
Mean | 259.9724 |
Median Absolute Deviation (MAD) | 59.335 |
Skewness | 0.65999028 |
Sum | 51994.48 |
Variance | 90931.808 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
4.88 | 41 | |
5.37 | 23 | 11.5% |
4.4 | 21 | 10.5% |
5.86 | 3 | 1.5% |
9.77 | 2 | 1.0% |
355.56 | 2 | 1.0% |
86.94 | 2 | 1.0% |
644.2 | 2 | 1.0% |
696.46 | 2 | 1.0% |
561.17 | 1 | 0.5% |
Other values (101) | 101 |
Value | Count | Frequency (%) |
3.91 | 1 | 0.5% |
4.4 | 21 | |
4.88 | 41 | |
5.37 | 23 | |
5.86 | 3 | 1.5% |
6.35 | 1 | 0.5% |
7.33 | 1 | 0.5% |
9.77 | 2 | 1.0% |
12.21 | 1 | 0.5% |
15.14 | 1 | 0.5% |
Value | Count | Frequency (%) |
915.26 | 1 | |
881.56 | 1 | |
865.93 | 1 | |
849.82 | 1 | |
818.07 | 1 | |
817.09 | 1 | |
801.47 | 1 | |
792.67 | 1 | |
785.84 | 1 | |
783.39 | 1 |
측정주소
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.7 KiB |
인천광역시 계양구 동양동 26-4 |
---|
Length
Max length | 18 |
---|---|
Median length | 18 |
Mean length | 18 |
Min length | 18 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 인천광역시 계양구 동양동 26-4 |
---|---|
2nd row | 인천광역시 계양구 동양동 26-4 |
3rd row | 인천광역시 계양구 동양동 26-4 |
4th row | 인천광역시 계양구 동양동 26-4 |
5th row | 인천광역시 계양구 동양동 26-4 |
Common Values
Value | Count | Frequency (%) |
인천광역시 계양구 동양동 26-4 | 200 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
인천광역시 | 200 | |
계양구 | 200 | |
동양동 | 200 | |
26-4 | 200 |
위도값
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.7 KiB |
37.5636 |
---|
Length
Max length | 7 |
---|---|
Median length | 7 |
Mean length | 7 |
Min length | 7 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 37.5636 |
---|---|
2nd row | 37.5636 |
3rd row | 37.5636 |
4th row | 37.5636 |
5th row | 37.5636 |
Common Values
Value | Count | Frequency (%) |
37.5636 | 200 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
37.5636 | 200 |
경도값
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.7 KiB |
126.7696 |
---|
Length
Max length | 8 |
---|---|
Median length | 8 |
Mean length | 8 |
Min length | 8 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 126.7696 |
---|---|
2nd row | 126.7696 |
3rd row | 126.7696 |
4th row | 126.7696 |
5th row | 126.7696 |
Common Values
Value | Count | Frequency (%) |
126.7696 | 200 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
126.7696 | 200 |
온도값 | 습도값 | 풍향값 | 풍속값 | 일사값 | |
---|---|---|---|---|---|
온도값 | 1.000 | 0.905 | 0.684 | 0.690 | 0.868 |
습도값 | 0.905 | 1.000 | 0.626 | 0.696 | 0.836 |
풍향값 | 0.684 | 0.626 | 1.000 | 0.537 | 0.523 |
풍속값 | 0.690 | 0.696 | 0.537 | 1.000 | 0.688 |
일사값 | 0.868 | 0.836 | 0.523 | 0.688 | 1.000 |
온도값 | 습도값 | 풍향값 | 풍속값 | 일사값 | |
---|---|---|---|---|---|
온도값 | 1.000 | -0.924 | -0.313 | 0.653 | 0.847 |
습도값 | -0.924 | 1.000 | 0.180 | -0.604 | -0.866 |
풍향값 | -0.313 | 0.180 | 1.000 | -0.288 | -0.170 |
풍속값 | 0.653 | -0.604 | -0.288 | 1.000 | 0.609 |
일사값 | 0.847 | -0.866 | -0.170 | 0.609 | 1.000 |
측정일시 | 온도값 | 습도값 | 풍향값 | 풍속값 | 일사값 | 측정주소 | 위도값 | 경도값 | |
---|---|---|---|---|---|---|---|---|---|
0 | 2021-01-01 0:00 | -7.98 | 79 | 154 | 0.7 | 4.4 | 인천광역시 계양구 동양동 26-4 | 37.5636 | 126.7696 |
1 | 2021-01-01 0:05 | -7.89 | 79 | 155 | 0.5 | 4.88 | 인천광역시 계양구 동양동 26-4 | 37.5636 | 126.7696 |
2 | 2021-01-01 0:10 | -7.85 | 79 | 155 | 0.3 | 5.37 | 인천광역시 계양구 동양동 26-4 | 37.5636 | 126.7696 |
3 | 2021-01-01 0:15 | -7.92 | 79 | 155 | 0.0 | 4.88 | 인천광역시 계양구 동양동 26-4 | 37.5636 | 126.7696 |
4 | 2021-01-01 0:20 | -7.97 | 79 | 155 | 0.0 | 4.88 | 인천광역시 계양구 동양동 26-4 | 37.5636 | 126.7696 |
5 | 2021-01-01 0:25 | -7.87 | 79 | 155 | 0.0 | 5.37 | 인천광역시 계양구 동양동 26-4 | 37.5636 | 126.7696 |
6 | 2021-01-01 0:30 | -7.79 | 79 | 155 | 0.0 | 4.88 | 인천광역시 계양구 동양동 26-4 | 37.5636 | 126.7696 |
7 | 2021-01-01 0:35 | -7.6 | 78 | 155 | 0.0 | 4.88 | 인천광역시 계양구 동양동 26-4 | 37.5636 | 126.7696 |
8 | 2021-01-01 0:40 | -7.46 | 77 | 155 | 0.0 | 4.4 | 인천광역시 계양구 동양동 26-4 | 37.5636 | 126.7696 |
9 | 2021-01-01 0:45 | -7.57 | 78 | 155 | 0.0 | 4.88 | 인천광역시 계양구 동양동 26-4 | 37.5636 | 126.7696 |
측정일시 | 온도값 | 습도값 | 풍향값 | 풍속값 | 일사값 | 측정주소 | 위도값 | 경도값 | |
---|---|---|---|---|---|---|---|---|---|
190 | 2021-01-01 15:50 | 1.48 | 70 | 110 | 2.2 | 302.32 | 인천광역시 계양구 동양동 26-4 | 37.5636 | 126.7696 |
191 | 2021-01-01 15:55 | 0.91 | 73 | 39 | 1.9 | 149.94 | 인천광역시 계양구 동양동 26-4 | 37.5636 | 126.7696 |
192 | 2021-01-01 16:00 | 1.13 | 73 | 60 | 1.0 | 118.68 | 인천광역시 계양구 동양동 26-4 | 37.5636 | 126.7696 |
193 | 2021-01-01 16:05 | 1.11 | 71 | 56 | 1.6 | 111.84 | 인천광역시 계양구 동양동 26-4 | 37.5636 | 126.7696 |
194 | 2021-01-01 16:10 | 0.74 | 71 | 88 | 2.1 | 243.71 | 인천광역시 계양구 동양동 26-4 | 37.5636 | 126.7696 |
195 | 2021-01-01 16:15 | 0.63 | 73 | 60 | 2.4 | 86.94 | 인천광역시 계양구 동양동 26-4 | 37.5636 | 126.7696 |
196 | 2021-01-01 16:20 | 0.32 | 75 | 72 | 1.9 | 86.94 | 인천광역시 계양구 동양동 26-4 | 37.5636 | 126.7696 |
197 | 2021-01-01 16:25 | 0.27 | 76 | 66 | 1.3 | 90.35 | 인천광역시 계양구 동양동 26-4 | 37.5636 | 126.7696 |
198 | 2021-01-01 16:30 | 0.18 | 76 | 76 | 2.2 | 91.33 | 인천광역시 계양구 동양동 26-4 | 37.5636 | 126.7696 |
199 | 2021-01-01 16:35 | 0.14 | 77 | 82 | 1.4 | 76.68 | 인천광역시 계양구 동양동 26-4 | 37.5636 | 126.7696 |